A Prototype for Credit Card Fraud Management. (Industry Paper)
To prevent problems and capitalise on opportunities before they even occur, the research project SPEEDD proposed a methodology, and developed a prototype for proactive event-driven decision-making. We present the application of this methodology to credit card fraud management. The machine learning component of the SPEEDD prototype supports the online construction of fraud patterns, allowing it to efficiently adapt to the continuously changing fraud types. Moreover, the user interface of the prototype enables fraud analysts to make the most out of the results of automation (complex event processing) and thus reach informed decisions. Unlike most academic research on credit card fraud management, the assessment of the prototype (components) is based on representative transaction datasets, allowing for a realistic evaluation.
Thu 22 JunDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
13:40 - 15:20 | Session 4: Reliability and SecurityDEBS Research Papers at Sala d'Actes, Vertex Building Chair(s): Roy Friedman Technion - Israel institute of technology | ||
13:40 25mTalk | Maximizing Determinism in Stream Processing Under Latency Constraints. (Research Paper) DEBS Research Papers Nikos Zacheilas Athens University of Economics and Business, Vana Kalogeraki Athens University of Economics and Business, Vincenzo Gulisano Chalmers University of Technology, Yiannis Nikolakopoulos Chalmers University of Technology, Marina Papatriantafilou Chalmers University of Technology, Philippas Tsigas Chalmers University of Technology | ||
14:05 25mTalk | SecureStreams: A Reactive Middleware Framework for Secure Data Stream Processing. (Research Paper) DEBS Research Papers Aurélien Havet Université de Neuchâtel, Rafael Pires Université de Neuchâtel, Pascal Felber Université de Neuchâtel, Marcelo Pasin Université de Neuchâtel, Romain Rouvoy University Lille 1 and INRIA, Valerio Schiavoni University of Neuchatel | ||
14:30 25mTalk | FlowDB: Integrating Stream Processing and Consistent State Management. (Research Paper) DEBS Research Papers Lorenzo Affetti Politecnico di Milano, Alessandro Margara Politecnico di Milano, Gianpaolo Cugola Politecnico di Milano | ||
14:55 25mTalk | A Prototype for Credit Card Fraud Management. (Industry Paper) DEBS Research Papers Alexander Artikis University of Pireaus and NCSR "Demokritos", Nikos Katzouris NCSR Demokritos, Ivo Correia Feedzai, Chris Baber The University of Birmingham, Natan Morar The University of Birmingham, Inna Skarbovsky IBM Haifa Research Lab, Fabiana Fournier IBM Haifa Research Lab, Georgios Paliouras Institute of Informatics & Telecommunications, NCSR "Demokritos" |